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Jerry Chan's Projects

detectron icon detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

easydeviceinfo icon easydeviceinfo

:iphone: [Android Library] Get device information in a super easy way.

facebook_denoiser icon facebook_denoiser

Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.

fullsubnet icon fullsubnet

PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."

il2cppdumper icon il2cppdumper

Get types, methods, fields, etc. from Unity Il2Cpp binary file

ios-cmake icon ios-cmake

A CMake toolchain file for iOS, macOS, watchOS & tvOS C/C++/Obj-C++ development

jejunet icon jejunet

Real-Time Video Segmentation on Mobile Devices with DeepLab V3+, MobileNet V2. Worked on the project in 🏝 Jeju island

kfr icon kfr

Fast, modern C++ DSP framework, FFT, Sample Rate Conversion, FIR/IIR/Biquad Filters (SSE, AVX, AVX-512, ARM NEON)

lyra icon lyra

A Very Low-Bitrate Codec for Speech Compression

models icon models

Models and examples built with TensorFlow

nnetcpp icon nnetcpp

Flexible and fast neural network library (feed-forward, RNN, GRU, LSTM, etc)

nnom icon nnom

A higher-level Neural Network library for microcontrollers.

pogoprotos icon pogoprotos

A central repository for all proto files of PokémonGO.

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

vad icon vad

Voice activity detection (VAD) toolkit including DNN, bDNN, LSTM and ACAM based VAD. We also provide our directly recorded dataset.

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